commonstats 0.1.0

WASM-first Rust statistics: descriptives, hypothesis tests, distributions, density estimation, transforms, and resampling — validated against SciPy/R.
Documentation
[
 {
  "rule": "sturges",
  "data": [
   1.2,
   1.5,
   2.0,
   2.3,
   2.8,
   3.1,
   3.5,
   4.0,
   4.2,
   4.8,
   5.0,
   5.3,
   5.7,
   6.0,
   6.5,
   7.0,
   7.3,
   8.0,
   8.5,
   9.0
  ],
  "edges": [
   1.2,
   2.5,
   3.8,
   5.1000000000000005,
   6.4,
   7.7,
   9.0
  ],
  "counts": [
   4,
   3,
   4,
   3,
   3,
   3
  ],
  "density": [
   0.15384615384615385,
   0.1153846153846154,
   0.15384615384615377,
   0.1153846153846154,
   0.1153846153846154,
   0.1153846153846154
  ],
  "xcheck_density": [
   {
    "scipy": {
     "val": 0.15384615384615385,
     "rel": 8.967185968126265e-17
    }
   },
   {
    "scipy": {
     "val": 0.1153846153846154,
     "rel": 3.9142478432297164e-17
    }
   },
   {
    "scipy": {
     "val": 0.15384615384615377,
     "rel": 6.084876192657081e-17
    }
   },
   {
    "scipy": {
     "val": 0.1153846153846154,
     "rel": 3.9142478432297164e-17
    }
   },
   {
    "scipy": {
     "val": 0.1153846153846154,
     "rel": 3.9142478432297164e-17
    }
   },
   {
    "scipy": {
     "val": 0.1153846153846154,
     "rel": 3.9142478432297164e-17
    }
   }
  ]
 },
 {
  "rule": "scott",
  "data": [
   1.2,
   1.5,
   2.0,
   2.3,
   2.8,
   3.1,
   3.5,
   4.0,
   4.2,
   4.8,
   5.0,
   5.3,
   5.7,
   6.0,
   6.5,
   7.0,
   7.3,
   8.0,
   8.5,
   9.0
  ],
  "edges": [
   1.2,
   3.8,
   6.4,
   9.0
  ],
  "counts": [
   7,
   7,
   6
  ],
  "density": [
   0.1346153846153846,
   0.13461538461538458,
   0.1153846153846154
  ],
  "xcheck_density": [
   {
    "scipy": {
     "val": 0.13461538461538464,
     "rel": 1.0736222655715798e-16
    }
   },
   {
    "scipy": {
     "val": 0.13461538461538458,
     "rel": 4.880101207143551e-17
    }
   },
   {
    "scipy": {
     "val": 0.1153846153846154,
     "rel": 3.9142478432297164e-17
    }
   }
  ]
 },
 {
  "rule": "fd",
  "data": [
   1.2,
   1.5,
   2.0,
   2.3,
   2.8,
   3.1,
   3.5,
   4.0,
   4.2,
   4.8,
   5.0,
   5.3,
   5.7,
   6.0,
   6.5,
   7.0,
   7.3,
   8.0,
   8.5,
   9.0
  ],
  "edges": [
   1.2,
   3.8,
   6.4,
   9.0
  ],
  "counts": [
   7,
   7,
   6
  ],
  "density": [
   0.1346153846153846,
   0.13461538461538458,
   0.1153846153846154
  ],
  "xcheck_density": [
   {
    "scipy": {
     "val": 0.13461538461538464,
     "rel": 1.0736222655715798e-16
    }
   },
   {
    "scipy": {
     "val": 0.13461538461538458,
     "rel": 4.880101207143551e-17
    }
   },
   {
    "scipy": {
     "val": 0.1153846153846154,
     "rel": 3.9142478432297164e-17
    }
   }
  ]
 },
 {
  "rule": "rice",
  "data": [
   1.2,
   1.5,
   2.0,
   2.3,
   2.8,
   3.1,
   3.5,
   4.0,
   4.2,
   4.8,
   5.0,
   5.3,
   5.7,
   6.0,
   6.5,
   7.0,
   7.3,
   8.0,
   8.5,
   9.0
  ],
  "edges": [
   1.2,
   2.5,
   3.8,
   5.1000000000000005,
   6.4,
   7.7,
   9.0
  ],
  "counts": [
   4,
   3,
   4,
   3,
   3,
   3
  ],
  "density": [
   0.15384615384615385,
   0.1153846153846154,
   0.15384615384615377,
   0.1153846153846154,
   0.1153846153846154,
   0.1153846153846154
  ],
  "xcheck_density": [
   {
    "scipy": {
     "val": 0.15384615384615385,
     "rel": 8.967185968126265e-17
    }
   },
   {
    "scipy": {
     "val": 0.1153846153846154,
     "rel": 3.9142478432297164e-17
    }
   },
   {
    "scipy": {
     "val": 0.15384615384615377,
     "rel": 6.084876192657081e-17
    }
   },
   {
    "scipy": {
     "val": 0.1153846153846154,
     "rel": 3.9142478432297164e-17
    }
   },
   {
    "scipy": {
     "val": 0.1153846153846154,
     "rel": 3.9142478432297164e-17
    }
   },
   {
    "scipy": {
     "val": 0.1153846153846154,
     "rel": 3.9142478432297164e-17
    }
   }
  ]
 },
 {
  "rule": "sqrt",
  "data": [
   1.2,
   1.5,
   2.0,
   2.3,
   2.8,
   3.1,
   3.5,
   4.0,
   4.2,
   4.8,
   5.0,
   5.3,
   5.7,
   6.0,
   6.5,
   7.0,
   7.3,
   8.0,
   8.5,
   9.0
  ],
  "edges": [
   1.2,
   2.76,
   4.32,
   5.88,
   7.44,
   9.0
  ],
  "counts": [
   4,
   5,
   4,
   4,
   3
  ],
  "density": [
   0.12820512820512822,
   0.16025641025641021,
   0.12820512820512825,
   0.12820512820512817,
   0.09615384615384617
  ],
  "xcheck_density": [
   {
    "scipy": {
     "val": 0.12820512820512822,
     "rel": 1.9500071073544402e-17
    }
   },
   {
    "scipy": {
     "val": 0.16025641025641021,
     "rel": 5.68206450551746e-17
    }
   },
   {
    "scipy": {
     "val": 0.12820512820512825,
     "rel": 9.365727566709645e-17
    }
   },
   {
    "scipy": {
     "val": 0.12820512820512817,
     "rel": 1.3521947094793476e-17
    }
   },
   {
    "scipy": {
     "val": 0.09615384615384617,
     "rel": 5.067171753417386e-17
    }
   }
  ]
 }
]